EP0811155B1 - Process for determining the surface state of highways in particular, and device for carrying out this process - Google Patents
Process for determining the surface state of highways in particular, and device for carrying out this process Download PDFInfo
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- EP0811155B1 EP0811155B1 EP96904716A EP96904716A EP0811155B1 EP 0811155 B1 EP0811155 B1 EP 0811155B1 EP 96904716 A EP96904716 A EP 96904716A EP 96904716 A EP96904716 A EP 96904716A EP 0811155 B1 EP0811155 B1 EP 0811155B1
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- 238000000034 method Methods 0.000 title claims abstract description 18
- XLYOFNOQVPJJNP-UHFFFAOYSA-N water Substances O XLYOFNOQVPJJNP-UHFFFAOYSA-N 0.000 claims abstract description 46
- 230000005855 radiation Effects 0.000 claims abstract description 20
- 230000035515 penetration Effects 0.000 claims abstract description 9
- 238000010521 absorption reaction Methods 0.000 claims abstract description 6
- 238000011156 evaluation Methods 0.000 claims description 16
- 238000001228 spectrum Methods 0.000 claims description 11
- 230000005670 electromagnetic radiation Effects 0.000 claims description 5
- 239000002344 surface layer Substances 0.000 claims description 2
- 230000003287 optical effect Effects 0.000 claims 1
- 239000010410 layer Substances 0.000 description 12
- 238000005259 measurement Methods 0.000 description 11
- 230000003595 spectral effect Effects 0.000 description 11
- 239000010426 asphalt Substances 0.000 description 10
- 238000002425 crystallisation Methods 0.000 description 6
- 230000008025 crystallization Effects 0.000 description 6
- 239000007788 liquid Substances 0.000 description 6
- 238000003491 array Methods 0.000 description 3
- 230000008014 freezing Effects 0.000 description 3
- 238000007710 freezing Methods 0.000 description 3
- 238000002310 reflectometry Methods 0.000 description 3
- 239000007787 solid Substances 0.000 description 3
- 238000001514 detection method Methods 0.000 description 2
- 238000011161 development Methods 0.000 description 2
- 230000018109 developmental process Effects 0.000 description 2
- 239000000463 material Substances 0.000 description 2
- 238000010183 spectrum analysis Methods 0.000 description 2
- 206010013786 Dry skin Diseases 0.000 description 1
- 238000013528 artificial neural network Methods 0.000 description 1
- 230000009286 beneficial effect Effects 0.000 description 1
- 230000005540 biological transmission Effects 0.000 description 1
- 230000015572 biosynthetic process Effects 0.000 description 1
- 230000000052 comparative effect Effects 0.000 description 1
- 230000001419 dependent effect Effects 0.000 description 1
- 239000006185 dispersion Substances 0.000 description 1
- 238000001035 drying Methods 0.000 description 1
- 235000015243 ice cream Nutrition 0.000 description 1
- 239000002245 particle Substances 0.000 description 1
- 150000003839 salts Chemical class 0.000 description 1
Images
Classifications
-
- G—PHYSICS
- G01—MEASURING; TESTING
- G01N—INVESTIGATING OR ANALYSING MATERIALS BY DETERMINING THEIR CHEMICAL OR PHYSICAL PROPERTIES
- G01N21/00—Investigating or analysing materials by the use of optical means, i.e. using sub-millimetre waves, infrared, visible or ultraviolet light
- G01N21/17—Systems in which incident light is modified in accordance with the properties of the material investigated
- G01N21/55—Specular reflectivity
-
- G—PHYSICS
- G08—SIGNALLING
- G08B—SIGNALLING OR CALLING SYSTEMS; ORDER TELEGRAPHS; ALARM SYSTEMS
- G08B19/00—Alarms responsive to two or more different undesired or abnormal conditions, e.g. burglary and fire, abnormal temperature and abnormal rate of flow
- G08B19/02—Alarm responsive to formation or anticipated formation of ice
-
- G—PHYSICS
- G08—SIGNALLING
- G08G—TRAFFIC CONTROL SYSTEMS
- G08G1/00—Traffic control systems for road vehicles
- G08G1/01—Detecting movement of traffic to be counted or controlled
- G08G1/0104—Measuring and analyzing of parameters relative to traffic conditions
- G08G1/0108—Measuring and analyzing of parameters relative to traffic conditions based on the source of data
- G08G1/0116—Measuring and analyzing of parameters relative to traffic conditions based on the source of data from roadside infrastructure, e.g. beacons
-
- G—PHYSICS
- G08—SIGNALLING
- G08G—TRAFFIC CONTROL SYSTEMS
- G08G1/00—Traffic control systems for road vehicles
- G08G1/01—Detecting movement of traffic to be counted or controlled
- G08G1/04—Detecting movement of traffic to be counted or controlled using optical or ultrasonic detectors
Definitions
- the invention relates to a method for Determining the surface condition, in particular of traffic routes, according to the preamble of the main claim and on a device for performing of the procedure.
- DE 40 08 280 describes a method for non-contact Determination of the road surface condition regarding dryness, wetness or icing known in which the surface to be examined with a broadband light source and that reflected light selectively in two wavelength ranges is measured simultaneously.
- the measuring wavelengths lie in a wavelength range in which the reflection behavior a spectral dependence shows from the surface state, namely in the wavelength range from 2700 nm to 3200 nm, of which Signals at two wavelengths in this wavelength range the quotient is formed which is the surface state characterized.
- the determined one Signal quotient becomes one of the states dry, wet or icy assigned.
- the known method has the disadvantage that only the direct surface is considered and not the state just below the surface. As a consequence, that freezing over or under freezing is not recognized can be because at the wavelengths from 2700 nm to 3200 nm the penetration depth of the electromagnetic Radiation in the surface is extremely low. Especially is also stated in the publication, that regardless of the layer thickness, the detection of the Surface condition should be provided.
- the invention has for its object a method to determine the surface condition in particular of traffic routes with regard to drought, Wetness or icing and a corresponding device to create that cost-effectively to implement are and a quick and accurate determination of the Surface condition also in deeper layers of the Allow surface.
- the liquid does not have to be exclusively water, but it is also another solidified protic Can act liquid or solution, for example also by a freezing point Salt water solution.
- the degree of crystallization of the water or the liquid can be from the shift the absorption bands of at least two spectral sections determine where spectral ranges be picked out, where the difference of the Reflection spectrum between liquid and solid Physical state emerges particularly clearly and where the depth of penetration is sufficiently large namely in the order of magnitude usually Traffic or standing layers of water or ice.
- the one in the invention based on the desired Penetration depth influence of the subsurface, for example the road surface and a spread of the Material, for example the ice of the surface layer, is reflected by measuring the Radiation detected in two further wavelength ranges, that of an absorption of the molecules of the protic Liquid or solution regardless of that Degree of crystallization, can be influenced very little. The influence is then compensated for in the measurement evaluation.
- Fig. 1 are different reflection spectra for a wavelength range from approximately 850 nm to 1100 nm shown, with the upper spectrum for drying Asphalt, the medium spectrum for asphalt with water and the lower spectrum applies to asphalt with ice.
- the spectra show that certain Spectral values with the degree of crystallization to change. By measuring these spectral values statements about the degree of crystallization can thus be made make a road surface. For example, the absorption band of water among others at approx. 840 nm, 970 nm, 1170 nm and correspondingly for ice at 890 to 920 nm, 1020 to 1060 nm, 1260 to 1290 nm and so on.
- reflection measurements are carried out at two wavelengths which are invariant to icing or crystallization in order to determine the background or background, and reflection measurements are also carried out at two wavelengths which / Carry ice information.
- Fig. 1 the wavelengths for determining the background with ⁇ A and ⁇ D and the wavelengths with water / ice information with ⁇ B and ⁇ c , respectively.
- S '( ⁇ C. ) / P G S '( ⁇ C. ) / P G .
- the sum of S "( ⁇ B ) and s" ( ⁇ c ) is a measure of the total amount of moisture present, that is to say for the total water molecules present.
- the difference between the two values (S “( ⁇ B ) - s" ( ⁇ c ) and the quotient of the two values (S “( ⁇ B ) / S" ( ⁇ c ) are both a measure of the proportion of the material that has already been frozen of the total amount of moisture or water molecules.
- FIG. 2 An advantageous embodiment of a measuring arrangement for carrying out the method according to the invention is shown schematically in FIG. 2.
- the electromagnetic radiation from a light or radiation source 1 for example a diffuse white light source with an infrared component sufficient for the measurement, is then applied to the surface 3 to be checked via a condenser lens 2.
- the radiation emerging from the light guide is simultaneously directed via a further condenser 6 to four receivers 7, the radiation being divided via three semi-transparent mirrors 8, each with 50% reflection and 50% transmission, and projected onto the receivers 7 via converging lenses 9.
- wavelength-selective filters 10, 11, 12, 13 are arranged in front of the converging lenses 9, which pass the wavelengths ⁇ A to ⁇ D of, for example, 920, 980, 1030 and 1080 nm.
- the receivers 7 are equipped with an evaluation unit 14 connected by evaluating according to the above specified ratings is carried out.
- the exit the evaluation unit which is designed as a microcomputer can be with a display unit and / or a warning device connected.
- the recipients 7 can be designed as discrete diodes can also be fast-responding, highly sensitive to light Arrays, such as diode arrays, CCD arrays or the like can be used. Important at the measurement is that the entire cross section of the from of the surface 3 to be viewed reflected Light beam mapped onto each receiver regardless of location is a location-independent evaluation can be made.
- the semipermeable Mirror 8 and the wavelength selective filter a dispersion element that acts as a diffraction grating or Prism is formed, is provided on which the Radiation is split wavelength-selectively, the receivers, for example via light guides, locally assigned to the wavelengths on the diffraction grating are.
- the evaluation unit 14 evaluates more depending on the or less present crystalline state of the Surface 3, i.e. here of the solid / liquid water, the reflected spectrum characteristic of this out.
- the evaluation can be according to the above Procedures are carried out step by step.
- the evaluation unit 14, however, the evaluation can be made on appropriate neural networks Algorithms, along with decision logic, which is based on fuzzy logic, that is, building on the theory of fuzzy sets, so that the possibility of evaluation at high Accuracy also for very blurred spectra images results. Based on the evaluation, too different thicknesses of water over ice or Slush can be recognized.
- intensity modulation of the light source 1 via a chopper wheel or electronic power control can be made.
- the measuring arrangement according to the invention is on a vehicle preferably arranged in the immediate vicinity of the track.
- the device according to the invention can also be used to provide information about the micro-roughness of the road surface, since the ratio of the values m determined above (slope of the spectral curve of the background) and s G (“average brightness”) is a measure of the wavelength dependence of the scattering capacity of the road surface. The largest part of this wavelength dependency has the grain size of the scattering particles (Mie scattering). m / S G thus characterizes the micro-roughness of the road surface, which is essential for assessing tire grip on the road. This applies not only to dry topping, but also to snow, for example, since the grain size also varies here depending on the type of snow.
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- Physics & Mathematics (AREA)
- General Physics & Mathematics (AREA)
- Chemical & Material Sciences (AREA)
- Analytical Chemistry (AREA)
- Health & Medical Sciences (AREA)
- Life Sciences & Earth Sciences (AREA)
- Biochemistry (AREA)
- General Health & Medical Sciences (AREA)
- Immunology (AREA)
- Pathology (AREA)
- Investigating Or Analysing Materials By Optical Means (AREA)
- Optical Radar Systems And Details Thereof (AREA)
Abstract
Description
Die Erfindung bezieht sich auf ein Verfahren zum Feststellen des Oberflächenzustandes, insbesondere von Verkehrswegen, nach dem Oberbegriff des Hauptanspruchs sowie auf eine Vorrichtung zur Durchführung des Verfahrens.The invention relates to a method for Determining the surface condition, in particular of traffic routes, according to the preamble of the main claim and on a device for performing of the procedure.
Aus der DE 40 08 280 ist ein Verfahren zur berührungslosen Ermittlung des Fahrbahnoberflächenzustandes hinsichtlich Trockenheit, Nässe oder Vereisung bekannt, bei dem die zu untersuchende Oberfläche mit einer breitbandigen Lichtquelle beleuchtet und das reflektierte Licht selektiv in zwei Wellenlängenbereichen gleichzeitig gemessen wird. Die Meßwellenlängen liegen dabei in einem Wellenlängenbereich, in dem das Reflexionsverhalten eine spektrale Abhängigkeit vom Oberflächenzustand zeigt, nämlich im Wellenlängenbereich von 2700 nm bis 3200 nm, wobei von den Signalen bei zwei Wellenlängen dieses Wellenlängenbereichs der Quotient gebildet wird, der den Oberflächenzustand charakterisiert. Der jeweils ermittelte Signalquotient wird einem der Zustände trocken, naß oder vereist zugeordnet.DE 40 08 280 describes a method for non-contact Determination of the road surface condition regarding dryness, wetness or icing known in which the surface to be examined with a broadband light source and that reflected light selectively in two wavelength ranges is measured simultaneously. The measuring wavelengths lie in a wavelength range in which the reflection behavior a spectral dependence shows from the surface state, namely in the wavelength range from 2700 nm to 3200 nm, of which Signals at two wavelengths in this wavelength range the quotient is formed which is the surface state characterized. The determined one Signal quotient becomes one of the states dry, wet or icy assigned.
Das bekannte Verfahren hat den Nachteil, daß nur die direkte Oberfläche betrachtet wird und nicht der Zustand direkt unter der Oberfläche. Dies hat zur Folge, daß über- oder unterfrierende Nässe nicht erkannt werden kann, da bei den Wellenlängen von 2700 nm bis 3200 nm die Eindringtiefe der elektromagnetischen Strahlung in die Oberfläche äußerst gering ist. Insbesondere wird in der Druckschrift auch ausgeführt, daß unabhängig von der Schichtdicke der Nachweis des Oberflächenzustandes erbracht werden soll.The known method has the disadvantage that only the direct surface is considered and not the state just below the surface. As a consequence, that freezing over or under freezing is not recognized can be because at the wavelengths from 2700 nm to 3200 nm the penetration depth of the electromagnetic Radiation in the surface is extremely low. Especially is also stated in the publication, that regardless of the layer thickness, the detection of the Surface condition should be provided.
Der Erfindung liegt die Aufgabe zugrunde, ein Verfahren zum Feststellen des Oberflächenzustandes insbesondere von Verkehrswegen hinsichtlich Trockenheit, Nässe oder Vereisung und eine entsprechende Vorrichtung zu schaffen, die kostengünstig zu realisieren sind und eine schnelle und genaue Bestimmung des Oberflächenzustandes auch in tieferen Schichten der Oberfläche gestatten.The invention has for its object a method to determine the surface condition in particular of traffic routes with regard to drought, Wetness or icing and a corresponding device to create that cost-effectively to implement are and a quick and accurate determination of the Surface condition also in deeper layers of the Allow surface.
Diese Aufgabe wird erfindungsgemäß durch die kennzeichnenden Merkmale des Hauptanspruchs in Verbindung mit den Merkmalen des Oberbegriffs gelöst. Vorteilhafte Weiterbildungen und Ausgestaltungen dieser Aufgabenlösung ergeben sich für das Verfahren wie auch die zur Durchführung des Verfahrens erforderliche Vorrichtung aus den Unteransprüchen. This object is achieved by the characterizing Features of the main claim related solved with the features of the generic term. Beneficial Developments and refinements of this task solution arise for the procedure as well the one required to carry out the procedure Device from the subclaims.
Mit dem vorliegenden erfindungsgemäßen Verfahren ist es erstmals möglich, eine praktisch momentane Erkennung von Eis- und Reifbildung an festen Flächen, wie Straßenbelägen, mittels spektralanalytischer Messung auch bei Berücksichtigung der Schichtdicke der Oberfläche festzustellen, und zwar in Abhängigkeit von dem jeweiligen Kristallisationsgrad, wobei die Flüssigkeit nicht ausschließlich Wasser sein muß, sondern es sich auch um eine andere erstarrungsfähige protische Flüssigkeit oder Lösung handeln kann, also beispielsweise auch um eine gefrierpunkterniedrigte Salzwasserlösung. Der Kristallisationsgrad des Wassers bzw. der Flüssigkeit läßt sich aus der Verschiebung der Absorptionsbanden von mindestens zwei Spektralabschnitten ermitteln, wobei Spektralbereiche herausgegriffen werden, bei denen der Unterschied des Reflexionsspektrums zwischen flüssigem und festem Aggregatzustand besonders deutlich hervortritt und bei denen die Eindringtiefe ausreichend groß ist, nämlich in der Größenordnung der üblicherweise auf Verkehrswegen stehenden Wasser- oder Eisschichten. Der bei dem erfindungsgemäßen aufgrund der gewünschten Eindringtiefe bedingte Einfluß des Untergrundes, zum Beispiel der Fahrbahndecke und einer Streuung des Materials, zum Beispiel des Eises der Oberflächenschicht, wird durch die Messung der reflektierten Strahlung in zwei weiteren Wellenlängenbereichen erfaßt, die von einer Absorption der Moleküle der protischen Flüssigkeit oder Lösung, unabhängig von dem Kristallisationsgrad, sehr wenig beeinflußt werden. Der Einfluß wird dann bei der Meßauswertung kompensiert.With the present inventive method it is possible for the first time, a practically instantaneous detection of ice and frost formation on solid surfaces, such as Road surfaces, using spectral analysis measurement even when considering the layer thickness of the surface to be determined, depending on the respective degree of crystallization, the liquid does not have to be exclusively water, but it is also another solidified protic Can act liquid or solution, for example also by a freezing point Salt water solution. The degree of crystallization of the water or the liquid can be from the shift the absorption bands of at least two spectral sections determine where spectral ranges be picked out, where the difference of the Reflection spectrum between liquid and solid Physical state emerges particularly clearly and where the depth of penetration is sufficiently large namely in the order of magnitude usually Traffic or standing layers of water or ice. The one in the invention based on the desired Penetration depth influence of the subsurface, for example the road surface and a spread of the Material, for example the ice of the surface layer, is reflected by measuring the Radiation detected in two further wavelength ranges, that of an absorption of the molecules of the protic Liquid or solution regardless of that Degree of crystallization, can be influenced very little. The influence is then compensated for in the measurement evaluation.
Vorteilhaft ist es, die spektralanalytischen Messungen sowohl vor als hinter einer Radlauffläche eines Fahrzeuges vorzunehmen und die Auswertungen dann zueinander in Relation zu setzen, womit zusätzliche Aussagen, zum Beispiel zwischen Schneematsch und mit einem Wasserfilm bedeckten Eisschichten, vorgenommen werden können.It is advantageous to carry out the spectral analysis measurements both in front of and behind a wheel tread Vehicle and the evaluations then to each other in relation to what additional Statements, for example between slush and with layers of ice covered with a film of water can be.
Durch die in den Unteransprüchen angegebenen Maßnahmen sind vorteilhafte Weiterbildungen und Verbesserungen möglich.By the measures specified in the subclaims are advantageous further developments and improvements possible.
Ein Ausführungsbeispiel der Erfindung ist in der Zeichnung dargestellt und wird in der nachfolgenden Beschreibung näher erläutert. Es zeigen:
- Fig. 1
- Reflexionsspektren für trocknen Asphalt, Asphalt mit Wasser und Asphalt mit Eis und
- Fig. 2
- eine schematische Darstellung der erfindungsgemäßen Vorrichtung.
- Fig. 1
- Reflection spectra for dry asphalt, asphalt with water and asphalt with ice and
- Fig. 2
- a schematic representation of the device according to the invention.
In Fig. 1 sind verschiedene Reflexionsspektren für einen Wellenlängenbereich von etwa 850 nm bis 1100 nm dargestellt, wobei das obere Spektrum für trocknen Asphalt, das mittlere Spektrum für Asphalt mit Wasser und das untere Spektrum für Asphalt mit Eis gilt. Aus den Spektren ist zu erkennen, daß sich in bestimmten Wellenlängenbereichen die Spektralwerte mit dem Kristallisationsgrad ändern. Durch Messen dieser Spektralwerte lassen sich somit Aussagen über den Kristallisationsgrad einer Fahrbahnoberfläche machen. Beispielsweise liegen die Absorptionsbande von Wasser unter anderem bei ca. 840 nm, 970 nm, 1170 nm und entsprechend für Eis bei 890 bis 920 nm, 1020 bis 1060 nm, 1260 bis 1290 nm und so weiter. In Fig. 1 are different reflection spectra for a wavelength range from approximately 850 nm to 1100 nm shown, with the upper spectrum for drying Asphalt, the medium spectrum for asphalt with water and the lower spectrum applies to asphalt with ice. Out The spectra show that certain Spectral values with the degree of crystallization to change. By measuring these spectral values statements about the degree of crystallization can thus be made make a road surface. For example, the absorption band of water among others at approx. 840 nm, 970 nm, 1170 nm and correspondingly for ice at 890 to 920 nm, 1020 to 1060 nm, 1260 to 1290 nm and so on.
Bei diesen verschiedenen Wellenlängen kann eine auf eine Wasser-/Eisschicht gerichtete Strahlung unterschiedlich dicke Schichten durchdringen, ehe sie absorbiert wird, das heißt, die Eindringtiefe der elektromagnetischen Strahlung in die Schichten ändert sich mit der Wellenlänge. Als Beispiel werden für einige Wellenlängen bei Wasser und Eis die Eindringtiefen angegeben, wobei hier als Eindringtiefe die Tiefe bezeichnet wird, bei der das aufgestrahlte Licht bzw. die Strahlung auf 1/e abgefallen ist:
- Wasser:
- 980 nm - 2,17 cm; 1200 nm - 0,7 cm; 1450 nm - 0,035 cm; 1920 nm - 0,007 cm; und bei 3000 nm nur wenige µm.
- Eis:
- 1030 nm - 3,102 cm; 1240 nm - 0,72 cm; 1490 nm - 0,022 cm; 1980 nm - 0,0097 cm; und bei 3000 nm gleichfalls nur wenige µm.
- Water:
- 980 nm - 2.17 cm; 1200 nm - 0.7 cm; 1450 nm - 0.035 cm; 1920 nm - 0.007 cm; and at 3000 nm only a few µm.
- Ice cream:
- 1030 nm - 3.102 cm; 1240 nm - 0.72 cm; 1490 nm - 0.022 cm; 1980 nm - 0.0097 cm; and also only a few µm at 3000 nm.
Aus diesen Werten ist zu erkennen, daß im hohen Wellenlängenbereich beispielsweise von 3000 nm nur ein extrem dünner Oberflächenfilm erfaßt werden kann, so daß unterfrorene Nässe nicht bestimmt werden kann. Damit eine übliche auf Straßenbelägen vorhandene Wasserschicht bzw. Eisschicht über ihre ganze Dicke erfaßt werden kann, muß bei niedrigen Wellenlängen zum Beispiel bis zu 1300 nm gemessen werden. Wenn jedoch die Wellenlängenbereiche mit genügender, das heißt mit mindestens mehreren Millimetern Eindringtiefe, gewählt werden, werden bei der Messung von spektralen Reflexionsgraden die spektralen Eigenschaften des Straßenbelags miterfaßt. Als Beispiel ist in Fig. 1 der spektrale Reflexionsgrad von Asphalt angegeben, wobei die spektralen Eigenschaften grundsätzlich abhängig von der Korngröße sind. Für unterschiedliche Fahrbahnoberflächen verändern sich auch die Spektren des Reflexionsvermögens, wobei jedoch Messungen verschiedener Fahrbahnoberflächen gezeigt haben, daß die Reflektivität bzw. die Reflexionsgrade in dem interessierenden Wellenlängenbereich in den meisten relevanten Fällen linear approximiert werden können.From these values it can be seen that in the high wavelength range for example of 3000 nm only one extremely thin surface film can be detected, so that frozen cold cannot be determined. This is a common water layer on road surfaces or ice layer over its entire thickness can be must at low wavelengths Example up to 1300 nm can be measured. But when the wavelength ranges with sufficient, that is with a penetration depth of at least several millimeters, are chosen when measuring spectral Reflectance the spectral properties of the Road surface covered. As an example in Fig. 1 the spectral reflectance of asphalt is given, the spectral properties are fundamentally dependent are of the grain size. For different Road surfaces also change the spectra of reflectivity, but measurements of different Road surfaces have shown that the Reflectivity or the degrees of reflection in the wavelength range of interest in most relevant cases can be approximated linearly.
Da die spektralen Eigenschaften des Untergrundes bei den Reflexionsmessungen von nassen bzw. vereisten Oberflächen miterfaßt werden, müssen sie kompensiert werden. Um diese Kompensation durchzuführen, werden bei dem erfindungsgemäßen Verfahren Reflexionsmessungen bei zwei Wellenlängen vorgenommen, die invariant gegenüber einer Vereisung bzw. einer Kristallisation sind, um den Unter- bzw. Hintergrund zu bestimmen, und weiterhin werden Reflexionsmessungen bei zwei Wellenlängen vorgenommen, die die Wasser-/Eis-Information tragen. In Fig. 1 sind die Wellenlängen zur Bestimmung des Hintergrundes mit λA und λD und die Wellenlängen mit Wasser-/Eis-Information mit λB und λc, bezeichnet.Since the spectral properties of the subsurface are included in the reflection measurements from wet or icy surfaces, they must be compensated for. In order to carry out this compensation, in the method according to the invention, reflection measurements are carried out at two wavelengths which are invariant to icing or crystallization in order to determine the background or background, and reflection measurements are also carried out at two wavelengths which / Carry ice information. In Fig. 1, the wavelengths for determining the background with λ A and λ D and the wavelengths with water / ice information with λ B and λ c , respectively.
Im folgenden wird auf die Auswertung einer Reflexionsmessung
bei den vier Wellenlängenbereichen eingegangen.
Um den Einfluß des Untergrundes zu erfassen,
wird die Steigung der Hintergrundgeraden bestimmt,
wobei die Signalspannung bei den Wellenlängen
mit S(λ) bezeichnet wird:
Eine vorteilhafte Ausführungsform einer Meßanordnung
zur Durchführung des erfindungsgemäßen Verfahrens ist
schematisch in Fig. 2 dargestellt. Danach wird die
elektromagnetische Strahlung einer Licht- oder Strahlungsquelle
1, beispielsweise einer diffusen Weißlichtquelle
mit einem für die Messung ausreichenden
Infrarotanteil über eine Kondensoroptik 2 auf die zu
überprüfende Oberfläche 3 gegeben. Derjenige Anteil
der elektromagnetischen Strahlung, der von der Oberfläche
3 reflektiert wird, wobei es sich je nach
Oberflächenbeschaffenheit in aller Regel um eine diffuse
Reflexion handeln wird, wird über eine Sammeloptik
4 auf die Eintrittsfläche eines Lichtleiters 5
abgebildet, der beispielsweise die Strahlung ortsgenau
auf die Empfänger- und Auswerteeinheiten leitet,
die beispielsweise im Innenraum eines Kraftfahrzeuges
angeordnet sind. Die aus dem Lichtleiter austretende
Strahlung wird über einen weiteren Kondensor 6
gleichzeitig auf vier Empfänger 7 geleitet, wobei die
Strahlung über drei halbdurchlässige Spiegel 8 mit
jeweils 50 % Reflexion und 50 % Transmission aufgeteilt
und über Sammellinsen 9 auf die Empfänger 7
projiziert wird. Dabei sind vor den Sammellinsen 9
jeweils wellenlängenselektive Filter 10, 11, 12, 13
angeordnet, die die Wellenlängen λA bis λD von zum
Beispiel 920, 980, 1030 und 1080 nm durchlassen.An advantageous embodiment of a measuring arrangement for carrying out the method according to the invention is shown schematically in FIG. 2. The electromagnetic radiation from a light or radiation source 1, for example a diffuse white light source with an infrared component sufficient for the measurement, is then applied to the
Die Empfänger 7 sind mit einer Auswerteeinheit 14
verbunden, indem die Auswertung entsprechend den oben
angegebenen Bewertungen durchgeführt wird. Der Ausgang
der Auswerteeinheit, die als Mikrocomputer ausgebildet
sein kann, ist mit einer Anzeigeeinheit
und/oder einer Warneinrichtung verbunden. Die Empfänger
7 können als diskrete Dioden ausgebildet sein, es
können jedoch auch schnellansprechende, hochlichtempfindliche
Arrays, wie zum Beispiel Diodenarrays, CCD-Arrays
oder dergleichen verwendet werden. Wichtig bei
der Messung ist, daß der gesamte Querschnitt des von
der zu betrachtenden Oberfläche 3 reflektierten
Lichtbündels ortsunabhängig auf jeden Empfänger abgebildet
wird, damit eine ortsunabhängige Auswertung
vorgenommen werden kann.The
Die Ausführungsform nach Fig. 2 ist nur ein Beispiel,
es ist auch denkbar, daß anstelle der halbdurchlässigen
Spiegel 8 und der wellenlängenselektiven Filter
ein Dispersionselement, das als Beugungsgitter oder
Prisma ausgebildet ist, vorgesehen wird, auf dem die
Strahlung wellenlängenselektiv aufgespaltet wird,
wobei die Empfänger, beispielsweise über Lichtleiter,
den Wellenlängen auf dem Beugungsgitter örtlich zugeordnet
sind.2 is only an example,
it is also conceivable that instead of the
Die Auswerteeinheit 14 wertet abhängig von dem mehr
oder weniger vorhandenen kristallinen Zustand der
Oberfläche 3, das heißt hier des Fest/Flüssigwassers,
das für diesen charakteristische reflektierte Spektrum
aus. Die Auswertung kann entsprechend dem obigen
Verfahren schrittweise durchgeführt werden. Die Auswerteeinheit
14 kann jedoch die Auswertung über auf
neuronalen Netzwerken durchgeführten entsprechenden
Algorithmen, zusammen mit einer Entscheidungslogik,
die auf der Fuzzy-Logik basiert, das heißt aufbauend
auf der Theorie unscharfer Mengen, vornehmen, so daß
sich hier die Möglichkeit der Auswertung bei hoher
Aussagegenauigkeit auch für sehr verwischte Spektrenbilder
ergibt. Aufgrund der Auswertung können auch
unterschiedlich dicke Wasserschichten über Eis oder
Schneematsch erkannt werden.The
Zur Vermeidung von Fremdlicht und anderen Einflußgröβen kann eine Intensitätsmodulation der Lichtquelle 1 über ein Chopperrad oder eine elektronische Leistungsregelung vorgenommen werden.To avoid extraneous light and other influencing factors can intensity modulation of the light source 1 via a chopper wheel or electronic power control be made.
Die erfindungsgemäße Meßanordnung wird an einem Fahrzeug vorzugsweise in unmittelbarer Nähe der Spur angeordnet. Werden zwei derartige Meßanordnungen, und zwar einmal in Fahrtrichtung vor der Spur zum anderen in Fahrtrichtung hinter der Spur vorgesehen, so lassen sich hier durch Vergleichsmessungen auch Schlüsse ziehen, die gegebenenfalls nicht nur auf Glättegefahr hinweisen, sondern beispielsweise auch auf solche, die durch Aquaplaning entstehen können.The measuring arrangement according to the invention is on a vehicle preferably arranged in the immediate vicinity of the track. Are two such measuring arrangements, and once in the direction of travel before the lane to the other provided behind the track in the direction of travel, so leave conclusions can also be drawn from comparative measurements pull, if necessary, not only on the risk of smoothness point out, but for example also to those that can arise from aquaplaning.
Mit der erfindungsgemäßen Vorrichtung können auch Informationen über die Mikrorauhigkeit des Straßenbelags geliefert werden, da das Verhältnis der oben bestimmten Werte m (Steigung der Spektralkurve des Hintergrundes) und sG ("mittlere Helligkeit") ein Maß für die Wellenlängenabhängigkeit des Streuvermögens der Fahrbahn ist. Den größten Anteil an dieser Wellenlängenabhängigkeit hat die Korngröße der streuenden Partikel (Mie-Streuung). m/SG kennzeichnet somit die Mikrorauhigkeit des Straßenbelags, die für die Beurteilung der Reifenhaftung auf der Fahrbahn wesentlich ist. Dies gilt nicht nur bei trocknem Belag, sondern beispielsweise auch bei Schnee, da auch hier die Korngröße abhängig von der Art des Schnees variiert.The device according to the invention can also be used to provide information about the micro-roughness of the road surface, since the ratio of the values m determined above (slope of the spectral curve of the background) and s G (“average brightness”) is a measure of the wavelength dependence of the scattering capacity of the road surface. The largest part of this wavelength dependency has the grain size of the scattering particles (Mie scattering). m / S G thus characterizes the micro-roughness of the road surface, which is essential for assessing tire grip on the road. This applies not only to dry topping, but also to snow, for example, since the grain size also varies here depending on the type of snow.
Claims (10)
- Process for determining the surface state, in particular of highways with respect to dryness, wetness or icing, in which the surface is irradiated by a radiation source with an infrared component, and the reflected radiation is simultaneously measured in different wavelength ranges which characterise water and ice, and a statement regarding the surface state is made in dependence of the measured signals, characterised in that the reflected radiation is simultaneously and selectively measured in at least four wavelength ranges between 800 and 1,250 nm, and a first and a second wavelength range is chosen in such a manner that they are little influenced by absorption of the water molecules and independent of the state of the aggregate; and a third and fourth wavelength range is chosen in such a manner that they are characteristic for water and ice, and an influence of the base on signals measured in the third and fourth wavelength range as caused by the penetration depth is compensated by means of information given by signals measured in the first and second wavelength range.
- Process according to Claim 1, characterised in that the third and fourth wavelength range is selected between 900 and 1,100 nm.
- Process according to Claim 1 or 2, characterised in that the content of water and ice in the total moisture volume is determined from the ratio and/or the difference of the compensated signals.
- Process according to one of Claims 1 to 3, characterised in that the total cross-section of radiation reflected from the surface is measured for each wavelength range independently from location.
- Device for determining the surface state, in particular of highways with respect to dryness, wetness or icing, with a radiation source (1) with an infrared component for irradiation of the surface (3), a condenser optics (2) in the beampath ahead of the surface (3) to be tested, an optical array (4) which gathers the reflected portion of electro-magnetic radiation and a wavelength selective receiver arrangement (7 to 13) which receives the reflected radiation corresponding with a plurality of wavelength ranges, and an evaluation unit (14) for evaluation of wavelength selective signals, characterised in that the receiver arrangement (7 to 13) is provided for receiving radiation in four wavelength ranges between 800 and 1,250 nm, and a first and a second wavelength range is chosen so that they are little affected by an absorption of the water molecules, independently from the state of the aggregate; and a third and fourth wavelength range is selected so that they are characteristic of water and ice; and the evaluation unit (14) is provided for compensating an influence of the base on signals measured in the third and fourth wavelength range by means of information of signals measured in the first and second wavelength range.
- Device according to Claim 5, characterised in that the receiver arrangement comprises three radiation splitters (8) for splitting reflected radiation into four beampaths of identical spatial information and four wavelength selective filters (10 to 13) in front of the respective receivers (7) with a forward wavelength range between 800 and 1,250 nm.
- Device according to Claim 5, characterised in that the receiver arrangement comprises a spatially dispersive element in the form of at least one grid or prism which forms a wavelength selective diffraction spectrum in a wavelength range between 800 and 1,250 nm, and this dispersive element is spatially associated with receivers.
- Device according to one of Claims 5 to 7, characterised in that the receivers are designed as array detectors.
- Device according to one of Claims 5 to 8, characterised in that they are arranged on vehicles in front of and/or behind a vehicle track.
- Use of the device according to one of Claims 5 to 9 for the purpose of determining the roughness of a highway surface layer.
Applications Claiming Priority (3)
Application Number | Priority Date | Filing Date | Title |
---|---|---|---|
DE19506550A DE19506550A1 (en) | 1995-02-24 | 1995-02-24 | Process for the distortion-free detection of and for warning of dangers due to the formation of smoothness, and device for carrying out the process |
DE19506550 | 1995-02-24 | ||
PCT/DE1996/000347 WO1996026430A1 (en) | 1995-02-24 | 1996-02-23 | Process for determining the surface state of highways in particular, and device for carrying out this process |
Publications (2)
Publication Number | Publication Date |
---|---|
EP0811155A1 EP0811155A1 (en) | 1997-12-10 |
EP0811155B1 true EP0811155B1 (en) | 1999-01-07 |
Family
ID=7754986
Family Applications (1)
Application Number | Title | Priority Date | Filing Date |
---|---|---|---|
EP96904716A Expired - Lifetime EP0811155B1 (en) | 1995-02-24 | 1996-02-23 | Process for determining the surface state of highways in particular, and device for carrying out this process |
Country Status (7)
Country | Link |
---|---|
US (1) | US5962853A (en) |
EP (1) | EP0811155B1 (en) |
JP (1) | JPH11500534A (en) |
AT (1) | ATE175497T1 (en) |
DE (2) | DE19506550A1 (en) |
ES (1) | ES2125717T3 (en) |
WO (1) | WO1996026430A1 (en) |
Cited By (2)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
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Families Citing this family (50)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
DE19608535A1 (en) * | 1996-03-06 | 1997-09-11 | Tobias Kippenberg | Apparatus for identifying ice on road |
JPH11194091A (en) * | 1997-08-20 | 1999-07-21 | Daimler Benz Ag | Determining method of road surface condition and implementation apparatus thereof |
DE19736138A1 (en) * | 1997-08-20 | 1999-04-08 | Daimler Chrysler Ag | Method for determining the condition of a road surface |
EP0898148A3 (en) * | 1997-08-20 | 2000-04-26 | DaimlerChrysler AG | Method for the determination of the road surface condition |
DE19747017A1 (en) * | 1997-10-24 | 1999-04-29 | Itt Mfg Enterprises Inc | Method for detecting water or ice on road, for use by motor vehicles. |
DE19816004A1 (en) | 1998-04-09 | 1999-10-14 | Daimler Chrysler Ag | Arrangement for road condition detection |
DE19927015A1 (en) * | 1999-06-07 | 2000-12-14 | Zeiss Carl Jena Gmbh | Method and device for determining the thickness and growth rate of an ice sheet |
US6794650B2 (en) * | 2001-05-10 | 2004-09-21 | Ensco, Inc. | Method and apparatus for monitoring surface condition of a bowling lane |
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Family Cites Families (12)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
DE2712199C2 (en) * | 1977-03-19 | 1979-05-03 | Peter Dipl.-Ing. Dr.-Ing. 8000 Muenchen Decker | Device for warning of slippery roads |
US4274091A (en) * | 1978-03-09 | 1981-06-16 | Decker Peter W | Road surface ice detector and method for vehicles |
CH653134A5 (en) * | 1979-06-29 | 1985-12-13 | Omron Tateisi Electronics Co | Device for determining the state of roads |
JPH0239726B2 (en) * | 1981-12-17 | 1990-09-06 | Tokyo Shibaura Electric Co | JUKOSOSHIAREI |
GB8325691D0 (en) * | 1983-09-26 | 1983-10-26 | Wiggins Teape Group Ltd | Measuring water content |
JPS6342429A (en) * | 1986-08-08 | 1988-02-23 | Minolta Camera Co Ltd | Spectral measurement sensor |
JPS63106530A (en) * | 1986-10-22 | 1988-05-11 | Hitachi Ltd | Semiconductive optical detector |
JPH01249181A (en) * | 1988-03-31 | 1989-10-04 | Tdk Corp | Parts sorting method for automatic appearance screening machine for chip parts |
DE3816416A1 (en) * | 1988-05-13 | 1989-11-16 | Bayerische Motoren Werke Ag | Method and device for detecting the weather-dependent state of smoothness of a road surface |
DE4008280A1 (en) * | 1990-03-15 | 1991-09-19 | Tzn Forschung & Entwicklung | Indicating ice etc. on road surface - using IR detector and halogen lamp source with beam modulator and narrow bandpass filter |
US5180122A (en) * | 1991-05-10 | 1993-01-19 | Fmc Corporation | Apparatus for deicing |
DE4205629A1 (en) * | 1992-02-25 | 1993-08-26 | Tzn Forschung & Entwicklung | METHOD FOR CONTACTLESS MEASURING OF THE DEALING LEVEL AND DEVICE FOR IMPLEMENTING THE METHOD |
-
1995
- 1995-02-24 DE DE19506550A patent/DE19506550A1/en not_active Withdrawn
-
1996
- 1996-02-23 EP EP96904716A patent/EP0811155B1/en not_active Expired - Lifetime
- 1996-02-23 JP JP8525313A patent/JPH11500534A/en active Pending
- 1996-02-23 DE DE59601108T patent/DE59601108D1/en not_active Expired - Lifetime
- 1996-02-23 US US08/894,606 patent/US5962853A/en not_active Expired - Fee Related
- 1996-02-23 ES ES96904716T patent/ES2125717T3/en not_active Expired - Lifetime
- 1996-02-23 WO PCT/DE1996/000347 patent/WO1996026430A1/en active IP Right Grant
- 1996-02-23 AT AT96904716T patent/ATE175497T1/en not_active IP Right Cessation
Cited By (3)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
CN103257125A (en) * | 2011-12-23 | 2013-08-21 | 安东帕有限责任公司 | Method and sensor for measuring carbon dioxide content of fluids |
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Also Published As
Publication number | Publication date |
---|---|
WO1996026430A1 (en) | 1996-08-29 |
DE19506550A1 (en) | 1996-08-29 |
JPH11500534A (en) | 1999-01-12 |
DE59601108D1 (en) | 1999-02-18 |
EP0811155A1 (en) | 1997-12-10 |
ATE175497T1 (en) | 1999-01-15 |
ES2125717T3 (en) | 1999-03-01 |
US5962853A (en) | 1999-10-05 |
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